# Equipment Availability Analysis AI Agent Connect

> Quantify industrial equipment performance using availability, utilization, and OEE metrics.

## Overview
- **Category:** productivity
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_MV9cB9Eep323FiuBxHOCrlrzFN3GctDxRZ82Btef/ai-agent-connect
- **Tags:** oee, availability, utilization, industrial, maintenance

## Description

This MCP server provides specialized tools for industrial performance analysis. It allows AI agents to calculate critical manufacturing metrics including Availability, Utilization, and Overall Equipment Effectiveness (OEE). By processing operating hours, planned downtime, and unplanned downtime, the server helps identify production losses and equipment reliability. Use `calculate_availability` to check reliability, `calculate_utilization` to measure capacity usage, `calculate_oee` for total effectiveness, and `summarize_downtime_impact` to assess schedule disruptions.

## Tools

### calculate_availability
Calculate equipment availability

### calculate_oee
Calculate Overall Equipment Effectiveness (OEE)

### calculate_utilization
Calculate equipment utilization

### summarize_downtime_impact
Summarize downtime impact

## Prompt Examples

**Prompt:** 
```
Calculate the OEE if availability is 0.9, performance is 0.85, and quality is 0.98.
```

**Response:** 
```
The Overall Equipment Effectiveness (OEE) is 74.97%.
```

**Prompt:** 
```
The machine was scheduled for 480 minutes. There was 30 minutes of unplanned downtime. What is the availability?
```

**Response:** 
```
The equipment availability is 93.75%.
```

**Prompt:** 
```
Summarize the downtime impact for a 1000 minute shift with 50 minutes of planned downtime and 20 minutes of unplanned downtime.
```

**Response:** 
```
The planned downtime ratio is 5%, the unplanned downtime ratio is 2%, and the total loss ratio is 7%.
```

## Frequently Asked Questions

**How do I calculate the total effectiveness of my machine?**
You can use the `calculate_oee` tool. Provide the availability, performance rate, and quality rate as decimals between 0 and 1 to get the total OEE percentage.

**What is the difference between planned and unplanned downtime in these calculations?**
Planned downtime refers to scheduled stops like maintenance, while unplanned downtime refers to unexpected failures. The `summarize_downtime_impact` tool helps distinguish how each affects your production schedule.

**Can I use this to check if my equipment is reliable?**
Yes, use the `calculate_availability` tool with your scheduled time and unplanned downtime to determine the reliability of your equipment.